Mustafa Cavus

33 papers B 2C 1Journal 26Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Analyzing the Temporal Factors for Anxiety and Depression Symptoms with the Rashomon Perspective.
CoRR
Mustafa Cavus, Przemyslaw Biecek, Julian Tejada, Fernando Marmolejo-Ramos, Andre Faro
2026 J jnl
Decomposing Observational Multiplicity in Decision Trees: Leaf and Structural Regret.
CoRR
Mustafa Cavus
2026 J jnl
Mitigating the Multiplicity Burden: The Role of Calibration in Reducing Predictive Multiplicity of Classifiers.
CoRR
Mustafa Cavus
2025 B conf
Beyond the Single-Best Model: Rashomon Partial Dependence Profile for Trustworthy Explanations in AutoML.
DS
Mustafa Cavus, Jan N. van Rijn, Przemyslaw Biecek
2025 J jnl
Beyond the Single-Best Model: Rashomon Partial Dependence Profile for Trustworthy Explanations in AutoML.
CoRR
Mustafa Cavus, Jan N. van Rijn, Przemyslaw Biecek
2025 — conf
Glocal Explanations of Expected Goal Models in Football.
xAI (5)
Mustafa Cavus, Adrian Stando, Przemyslaw Biecek
2025 J jnl
Investigating the impact of balancing, filtering, and complexity on predictive multiplicity: A data-centric perspective.
Inf. Fusion
Mustafa Cavus, Przemyslaw Biecek
2025 J jnl
On the Tunability of Random Survival Forests Model for Predictive Maintenance.
CoRR
Yigitcan Yardimci, Mustafa Cavus
2025 J jnl
Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications.
CoRR
Mustafa Cavus
2025 J jnl
Rashomon perspective for measuring uncertainty in the survival predictive maintenance models.
CoRR
Yigitcan Yardimci, Mustafa Cavus
2025 J jnl
The Role of Hyperparameters in Predictive Multiplicity.
CoRR
Mustafa Cavus, Katarzyna Woznica, Przemyslaw Biecek
2025 J jnl
glme: An R package for mixed effects model inference by the generalized approach.
Commun. Stat. Simul. Comput.
Mustafa Cavus, Berna Yazici
2024 J jnl
An Experimental Study on the Rashomon Effect of Balancing Methods in Imbalanced Classification.
CoRR
Mustafa Cavus, Przemyslaw Biecek
2024 J jnl
An effect analysis of the balancing techniques on the counterfactual explanations of student success prediction models.
CoRR
Mustafa Cavus, Jakub Kuzilek
2024 J jnl
Comparison of one-way ANOVA tests under unequal variances in terms of median
Commun. Stat. Simul. Comput.
Mustafa Cavus
2024 J jnl
Explainable bank failure prediction models: Counterfactual explanations to reduce the failure risk.
CoRR
Seyma Gunonu, Gizem Altun, Mustafa Cavus
2024 J jnl
Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective.
CoRR
Mustafa Cavus, Przemyslaw Biecek
2024 J jnl
Rashomon effect in Educational Research: Why More is Better Than One for Measuring the Importance of the Variables?
CoRR
Jakub Kuzilek, Mustafa Cavus
2024 — conf
The Actionable Explanations for Student Success Prediction Models: A Benchmark Study on the Quality of Counterfactual Methods.
HEXED/L3MNGET@EDM
Mustafa Cavus, Jakub Kuzilek
2024 J jnl
datadriftR: An R Package for Concept Drift Detection in Predictive Models.
CoRR
Ugur Dar, Mustafa Cavus
2023 J jnl
Glocal Explanations of Expected Goal Models in Soccer.
CoRR
Mustafa Cavus, Adrian Stando, Przemyslaw Biecek
2023 J jnl
Penalized power properties of the normality tests in the presence of outliers.
Commun. Stat. Simul. Comput.
Mustafa Cavus, Berna Yazici, Ahmet Sezer
2023 — conf
The Effect of Balancing Methods on Model Behavior in Imbalanced Classification Problems.
LIDTA
Adrian Stando, Mustafa Cavus, Przemyslaw Biecek
2023 J jnl
The Effect of Balancing Methods on Model Behavior in Imbalanced Classification Problems.
CoRR
Adrian Stando, Mustafa Cavus, Przemyslaw Biecek
2022 B conf
Explainable expected goal models for performance analysis in football analytics.
DSAA
Mustafa Cavus, Przemyslaw Biecek
2022 J jnl
Explainable expected goal models for performance analysis in football analytics.
CoRR
Mustafa Cavus, Przemyslaw Biecek
2021 J jnl
Fast Key-Value Lookups with Node Tracker.
ACM Trans. Archit. Code Optim.
Mustafa Cavus, Mohammed Shatnawi, Resit Sendag, Augustus K. Uht
2021 J jnl
Penalized power approach to compare the power of the tests when Type I error probabilities are different.
Commun. Stat. Simul. Comput.
Mustafa Cavus, Berna Yazici, Ahmet Sezer
2020 J jnl
Exploring Prefetching, Pre-Execution and Branch Outcome Streaming for In-Memory Database Lookups.
IEEE Comput. Archit. Lett.
Mustafa Cavus, Mohammed Shatnawi, Resit Sendag, Augustus K. Uht
2020 J jnl
Informed Prefetching for Indirect Memory Accesses.
ACM Trans. Archit. Code Optim.
Mustafa Cavus, Resit Sendag, Joshua J. Yi
2020 J jnl
Testing the equality of normal distributed and independent groups' means under unequal variances by doex package.
R J.
Mustafa Cavus, Berna Yazici
2018 C conf
Array Tracking Prefetcher for Indirect Accesses.
ICCD
Mustafa Cavus, Resit Sendag, Joshua J. Yi
2014 — conf
GPU based Parallel Image Processing Library for Embedded Systems.
VISAPP (1)
Mustafa Cavus, Hakki Doganer Sumerkan, Osman Seckin Simsek, Hasan Hassan, Abdullah Giray Yaglikçi, Oguz Ergin